{"id":"W7073534755","doi":"","title":"Minimally invasive management of dental caries Contemporary teaching of posterior resin-based composite placement in US and Canadian dental schools","year":2011,"lang":"en","type":"article","venue":"Explore Bristol Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Posterior teeth; Dental restoration; Dental education; Resin composite; Oral cavity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007669,0.0001103844,0.0002016397,0.0005876591,0.000148052,0.00003584101,0.0002989811,0.00004881293,0.0001261133],"category_scores_gemma":[0.00004503827,0.0001066734,0.0000338664,0.0001847023,0.0003266598,0.0001989921,0.00005605688,0.0002996602,0.0000112367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004951864,"about_ca_system_score_gemma":0.0003260519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.610939,"about_ca_topic_score_gemma":0.05193681,"domain_scores_codex":[0.9983705,0.0002850702,0.00030659,0.0002484595,0.0004614056,0.0003280357],"domain_scores_gemma":[0.9993657,0.0001091506,0.00007497593,0.0001871653,0.00007140052,0.0001915774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004374667,0.00004138775,0.9886078,0.0001454587,0.00002353135,0.0002525255,0.001915301,0.000005052035,0.0004951905,0.00001547979,0.003325476,0.004735296],"study_design_scores_gemma":[0.001302445,0.0009518563,0.9061697,0.001017579,0.00001123729,0.00002025638,0.03953701,0.001179709,0.04817365,0.0001502132,0.001210761,0.0002755833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888335,0.0006976037,0.000005464745,0.000151789,0.00004410544,0.000398645,0.00008839364,0.00001315964,0.009767365],"genre_scores_gemma":[0.9972824,0.00004048414,0.002359844,0.0001425802,0.000007103718,0.000005751898,0.00007129225,0.000005424082,0.00008510278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5590022,"threshold_uncertainty_score":0.9653628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09628092893125625,"score_gpt":0.2993926420426753,"score_spread":0.203111713111419,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}